Interval type-2 fuzzy sets based multi-criteria decision-making model for offshore wind farm development in Ireland

被引:90
|
作者
Deveci, Muhammet [1 ,2 ]
Cali, Umit [3 ]
Kucuksari, Sadik [4 ]
Erdogan, Nuh [5 ]
机构
[1] Univ Nottingham, Sch Comp Sci, Computat Optimisat & Learning Lab, Nottingham NG8 1BB, England
[2] Natl Def Univ, Naval Acad, Dept Ind Engn, TR-34940 Istanbul, Turkey
[3] Norwegian Univ Sci & Technol, Dept Elect Power Engn, NO-7491 Trondheim, Norway
[4] Univ Northern Iowa Cedar Falls, Dept Technol, Cedar Falls, IA 50614 USA
[5] Univ Coll Cork, Marine & Renewable Energy Ctr, Cork P43 C573, Ireland
关键词
Offshore wind farm; Site selection; Levelized cost of electricity (LCOE); Decision-making; Interval type-2 fuzzy sets; Renewable energy; ANALYTIC HIERARCHY PROCESS; SITE SELECTION; ENERGY-SYSTEMS; LOCATION; INTEGRATION; FRAMEWORK; VIKOR;
D O I
10.1016/j.energy.2020.117317
中图分类号
O414.1 [热力学];
学科分类号
摘要
Offshore wind energy takes up an important place in Ireland's renewable generation portfolio thanks to its abundant offshore wind resource. Optimal offshore site selection and developing site-specific energy policy instruments are of key importance to the success of offshore wind energy investments. In this respect, this study aims at developing a multi-criteria decision-making (MCDM) model considering technical, economic, environmental and social criteria to assess Ireland's most promising offshore wind sites in terms of their sustainable development. An interval type-2 fuzzy sets based MCDM model is developed that integrates the score function with positive and negative solutions to achieve better results. Moreover, advanced energy economic metrics such as levelized cost of electricity with higher resolution are integrated into the decision-making process to make more precise decisions. Case studies are conducted for the five of the offshore sites in development pipeline. Results are compared to those of other state-of-the-art MCDM methods. It is found that Arklow Bank-2 is the most favorable site while Sceirde is the least site. The ranking of other sites is found to be Oriel > Dublin Array > Codling Park. It is shown that the proposed approach is superior in terms of stability and implementation as compared to its counterparts. (C) 2020 Published by Elsevier Ltd.
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页数:15
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